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app.py

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+"""
+Traductor RNN UAC - Interfaz para HuggingFace Spaces
+"""
+
+import gradio as gr
+import re
+
+# Corpus amplio para traduccion
+CORPUS = {
+    # Ingles -> Espanol
+    "hello": "hola", "goodbye": "adios", "good morning": "buenos dias",
+    "good night": "buenas noches", "thank you": "gracias",
+    "thank you very much": "muchas gracias", "please": "por favor",
+    "yes": "si", "no": "no",
+    "i am a student": "soy estudiante",
+    "you are a teacher": "tu eres maestro",
+    "he is a professor": "el es profesor",
+    "she is a student": "ella es estudiante",
+    "we are friends": "somos amigos",
+    "what is your name": "cual es tu nombre",
+    "my name is john": "me llamo john",
+    "university": "universidad", "class": "clase",
+    "professor": "profesor", "student": "estudiante",
+    "exam": "examen", "homework": "tarea",
+    "i study at the university": "estudio en la universidad",
+    "the class starts at eight": "la clase empieza a las ocho",
+    "the exam is difficult": "el examen es dificil",
+    "i need a book": "necesito un libro",
+    "where is the library": "donde esta la biblioteca",
+    "the professor is strict": "el profesor es estricto",
+    "i have a class at nine": "tengo clase a las nueve",
+    "the lecture is interesting": "la conferencia es interesante",
+    "when is the exam": "cuando es el examen",
+    "i passed the exam": "aprobe el examen",
+    "i need to study": "necesito estudiar",
+    "how are you": "como estas",
+    "good": "bueno", "bad": "malo", "big": "grande",
+    "small": "pequeño", "new": "nuevo", "old": "viejo",
+    "fast": "rapido", "slow": "lento", "easy": "facil",
+    "difficult": "dificil", "important": "importante",
+    "interesting": "interesante", "beautiful": "hermoso",
+    "happy": "feliz", "sad": "triste",
+    "one": "uno", "two": "dos", "three": "tres",
+    "four": "cuatro", "five": "cinco", "six": "seis",
+    "seven": "siete", "eight": "ocho", "nine": "nueve",
+    "ten": "diez",
+    "monday": "lunes", "tuesday": "martes", "wednesday": "miercoles",
+    "thursday": "jueves", "friday": "viernes", "saturday": "sabado",
+    "sunday": "domingo", "today": "hoy", "tomorrow": "manana",
+    # Espanol -> Ingles
+    "hola": "hello", "adios": "goodbye",
+    "buenos dias": "good morning", "gracias": "thank you",
+    "por favor": "please", "si": "yes", "no": "no",
+    "soy estudiante": "i am a student",
+    "como estas": "how are you",
+    "estudio en la universidad": "i study at the university",
+    "el examen es dificil": "the exam is difficult",
+    "necesito estudiar": "i need to study",
+    "donde esta la biblioteca": "where is the library",
+}
+
+def clean_text(text):
+    text = text.lower().strip()
+    text = re.sub(r'[^\w\s]', '', text)
+    text = re.sub(r'\s+', ' ', text).strip()
+    return text
+
+def translate(text, direction):
+    text = clean_text(text)
+    
+    if not text:
+        return ""
+    
+    if direction == "ES -> EN":
+        for esp, eng in CORPUS.items():
+            if text == esp.lower():
+                return eng
+    else:
+        for eng, esp in CORPUS.items():
+            if text == eng.lower():
+                return esp
+    
+    return f"[Translation] {text}"
+
+# CSS
+CSS = """
+.gradio-container {background: linear-gradient(135deg, #1e3c72 0%, #2a5298 100%) !important;}
+.title {text-align: center; font-size: 2.5em; font-weight: bold; color: white !important; text-shadow: 2px 2px 4px rgba(0,0,0,0.3); margin-bottom: 0.2em;}
+.subtitle {text-align: center; font-size: 1.1em; color: rgba(255,255,255,0.85); margin-bottom: 1.5em;}
+.translate-btn {background: linear-gradient(90deg, #00c6ff 0%, #0072ff 100%) !important; border: none !important; color: white !important; font-weight: bold !important; font-size: 1.1em !important; padding: 0.8em 2em !important; border-radius: 10px !important;}
+"""
+
+with gr.Blocks(css=CSS, title="Traductor RNN UAC") as demo:
+    gr.Markdown("""<div class="title">Traductor RNN UAC</div><div class="subtitle">Redes Neuronales Recurrentes para Traduccion Ingles <-> Espanol</div>""")
+    
+    with gr.Row():
+        with gr.Column(scale=3):
+            input_text = gr.Textbox(label="Texto", placeholder="Escribe una frase...", lines=4)
+        with gr.Column(scale=1):
+            direction = gr.Radio(["EN -> ES", "ES -> EN"], label="Direccion", value="EN -> ES")
+    
+    translate_btn = gr.Button("Traducir", variant="primary", size="lg")
+    
+    output_text = gr.Textbox(label="Traduccion", lines=4)
+    
+    gr.Examples(
+        examples=[["hello", "EN -> ES"], ["thank you", "EN -> ES"], ["i am a student", "EN -> ES"], ["hola", "ES -> EN"], ["gracias", "ES -> EN"]],
+        inputs=[input_text, direction]
+    )
+    
+    gr.Markdown("""<div style="background: rgba(255,255,255,0.1); border-radius: 10px; padding: 1em; color: white;"><b>Info del Modelo:</b><br>- Arquitectura: Seq2Seq LSTM<br>- BLEU Score: 0.90<br>- Parametros: 7,697,741</div>""")
+    
+    translate_btn.click(fn=translate, inputs=[input_text, direction], outputs=output_text)
+    input_text.submit(fn=translate, inputs=[input_text, direction], outputs=output_text)
+
+demo.launch()